Insights
First thoughts on sovereign AI: when it is worth it for your enterprise
Governments are building sovereign compute for real reasons. First thoughts on when the same logic is worth paying for inside a business.
AI self-healing is powerful. It still needs a human in the loop, 24x7
Real incidents show what happens when an AI support system acts with no human positioned to catch it first, and where the line should sit.
Managed services in the AI era: why the operational layer matters more, not less
Why AI adoption keeps stalling before it scales, and what running AI-built software responsibly actually requires once the build is done.
Vibe coding without a trust layer: what the real incidents show
Real research, CVEs and production incidents showing what happens when AI-built software reaches customers without an independent check.
Security risks in AI-developed applications
Where applications built quickly with AI tend to be insecure, and the checks that catch the common failures before they reach production.